Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment

Benchmark Model Rank Results
domain-adaptation-on-imageclef-daDFA-SAFN#5Accuracy: 90.2
domain-adaptation-on-imageclef-daDFA-ENT#7Accuracy: 89.1
domain-adaptation-on-mnist-to-uspsDFA-MCD#2Accuracy: 98.6
domain-adaptation-on-mnist-to-uspsDFA-ENT#6Accuracy: 97.9
domain-adaptation-on-svhn-to-mnistDFA-MCD#3Accuracy: 98.9
domain-adaptation-on-svhn-to-mnistDFA-ENT#4Accuracy: 98.2
domain-adaptation-on-usps-to-mnistDFA-MCD#8Accuracy: 96.6
domain-adaptation-on-usps-to-mnistDFA-ENT#11Accuracy: 96.2
transfer-learning-on-office-homeDFA-ENT#2Accuracy: 69.2
transfer-learning-on-office-homeDFA-SAFN#3Accuracy: 69.1